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Language Modeling

1624 directly classified papers

Papers per year

Papers

On the In-context Generation of Language Models EMNLP 2024
To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation COLING 2024
Can Transformers Learn n-gram Language Models? EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
On the Inductive Bias of Stacking Towards Improving Reasoning NIPS 2024
Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024
More room for language: Investigating the effect of retrieval on language models NAACL 2024
Exploring Compositional Generalization of Large Language Models NAACL 2024
Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain NAACL 2024
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation NAACL 2024
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024
Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024
Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024
Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024
Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024
Sequence Reducible Holdout Loss for Language Model Pretraining COLING 2024
Step-by-Step: Controlling Arbitrary Style in Text with Large Language Models COLING 2024
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach EMNLP 2024
LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024
Benchmarking LLaMA-3 on Arabic Language Generation Tasks ACL 2024
Exploring intertextuality across the Homeric poems through language models ACL 2024
NIMZ at SemEval-2024 Task 9: Evaluating Methods in Solving Brainteasers Defying Commonsense SEMEVAL 2024